Home / puckapi / claude-sports-analytics · skills/puckapi-tool/SKILL.md · GitHub

puckapi-tool skillA

puckapi-tool is agent-read markdown (skill) from puckapi/claude-sports-analytics: Default data source for PuckAPI Skills. Routes all MCP tool calls for NHL games, schedules, team standings, player stats, goalie performance, and betting odds. Use when any other skill needs data. Do not invoke directly -- other skills call this. Not for data analysis, modeling, or bet recommendations -- see hockey-analytics, model-building, or edge-detection instead..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# PuckAPI Tool

Every other skill delegates data retrieval here. This skill owns the 15 MCP tools, routes requests to the right endpoint, tracks credit cost, and handles the fallback when users bring their own data.

**Database coverage:** 6,882,653 plays | 23,495 games (2010-11 onward) | 107,058 odds records (2019-20 onward, sparse in the first year) | 4,898 players | 1,509 goalie-seasons | 1,803 skater-seasons | 21,994 games with derived goalie starts | 494 standings records | 34 franchises (32 active + 2 historical)

**Full parameter schemas:** See `endpoints.md` in this directory (Level 3 -- load on demand).

---

## When to Use Each Tool

| Task | Tool | Credits |
|------|------|---------|
| List all teams | `list_teams` | 1 |
| Upcoming schedule | `get_schedule` | 2 |
| Find a player by name | `search_players` | 2 |
| League or conference standings | `get_standings` | 2 |
| Games by date, team, or season | `get_games` | 5 |
| Player bio + stats by NHL player ID | `get_player_stats` | 5 |
| Single team stats + advanced metrics | `get_team_stats` | 5 |
| Goalie leaderboard | `get_goalie_stats` | 5 |
| Full game detail with odds + goalies | `get_game_detail` | 10 |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add puckapi/claude-sports-analytics/puckapi-tool@v1.0.0
Exact content
mdr add puckapi/claude-sports-analytics/puckapi-tool@sha256:0112bfce85d4e98f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nzrbnxrugsbmjfem.svg)](https://markdownregistry.com/a/art_nzrbnxrugsbmjfem)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-21 dcae9a3 9,894 BA view · diff
v1.0.02026-05-06 3355ba8 9,722 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9894 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

puckapi/claude-sports-analytics · 3 stars · license MIT · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nzrbnxrugsbmjfem
GET https://markdownregistry.com/api/v1/resolve?ref=puckapi/claude-sports-analytics/puckapi-tool
GET https://markdownregistry.com/api/v1/blob/0112bfce85d4e98f924bcad97fae2e2d72484e4e5ee0b72153667fcaf2e96918

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from puckapi/claude-sports-analytics

CLAUDE.md claude
puckapi/claude-sports-analytics · CLAUDE.md
git:20260921.dcae9a3 · audit A · 3 stars
ai-hockey-workflow skill
puckapi/claude-sports-analytics · skills/ai-hockey-workflow/SKILL.md · Teaches how to use Claude and MCP tools effectively for hockey analytics -- exploratory analysis, hypothesis testing…
v1.0.0 · audit A · 3 stars
backtesting skill
puckapi/claude-sports-analytics · skills/backtesting/SKILL.md · Walk-forward historical testing of betting strategies to determine whether a model's edge is real. Use when user asks…
v1.0.0 · audit A · 3 stars
bet-tracker skill
puckapi/claude-sports-analytics · skills/bet-tracker/SKILL.md · Track predictions vs actuals in production: log bets, compute CLV, monitor ROI, detect edge decay, and run significance…
v1.0.0 · audit A · 3 stars
daily-card skill
puckapi/claude-sports-analytics · skills/daily-card/SKILL.md · Full slate analysis for tonight's games with edge rankings, odds across books, and recommended stakes. Use when user…
v1.0.0 · audit A · 3 stars
data-pipeline skill
puckapi/claude-sports-analytics · skills/data-pipeline/SKILL.md · Builds automated sports analytics pipelines -- daily data pulls, scheduled prediction generation, model versioning…
v1.0.0 · audit A · 3 stars
dispatch skill
puckapi/claude-sports-analytics · skills/dispatch/SKILL.md · Routes hockey analytics requests to the right 2-3 skills. Load this FIRST when a hockey data or analytics request comes…
v1.0.0 · audit A · 3 stars
edge-detection skill
puckapi/claude-sports-analytics · skills/edge-detection/SKILL.md · Compares model probabilities against market odds to find positive expected value bets. Use when user asks about EV…
v1.0.0 · audit A · 3 stars
elo-engineering skill
puckapi/claude-sports-analytics · skills/elo-engineering/SKILL.md · Builds multi-variant Elo rating systems for sports prediction. Use when user asks about Elo ratings, rating systems…
v1.0.0 · audit A · 3 stars
feature-engineering skill
puckapi/claude-sports-analytics · skills/feature-engineering/SKILL.md · Transforms raw game, player, and goalie data into model-ready features with built-in leakage detection. Use when user…
v1.0.0 · audit A · 3 stars
game-lookup skill
puckapi/claude-sports-analytics · skills/game-lookup/SKILL.md · Finds games by date, team, matchup, or season -- past results, tonight's slate, upcoming schedule, head-to-head…
v1.0.0 · audit A · 3 stars
game-preview skill
puckapi/claude-sports-analytics · skills/game-preview/SKILL.md · Complete pre-game analysis for a single NHL (or other sport) matchup: team records, goalie matchup, key stats, odds…
v1.0.0 · audit A · 3 stars

Every file in puckapi/claude-sports-analytics

Browse by kind, by grade A, or by owner.